org.apache.spark.ml.odkl

GenericFeatureSelector

abstract class GenericFeatureSelector[M <: ModelWithSummary[M]] extends Model[M] with ModelWithSummary[M] with HasFeaturesCol

Linear Supertypes
HasFeaturesCol, ModelWithSummary[M], MLWritable, Model[M], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
CombinedLinearModelUnwrappedFeatureSelector, LinearModelUnwrappedFeatureSelector, PipelinedFeatureSelector
Ordering
  1. Alphabetic
  2. By inheritance
Inherited
  1. GenericFeatureSelector
  2. HasFeaturesCol
  3. ModelWithSummary
  4. MLWritable
  5. Model
  6. Transformer
  7. PipelineStage
  8. Logging
  9. Params
  10. Serializable
  11. Serializable
  12. Identifiable
  13. AnyRef
  14. Any
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Visibility
  1. Public
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Instance Constructors

  1. new GenericFeatureSelector()

Abstract Value Members

  1. abstract def create(): M

    Attributes
    protected
    Definition Classes
    ModelWithSummary

  2. abstract val uid: String

    Definition Classes
    Identifiable

Concrete Value Members

  1. final def !=(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

  2. final def !=(arg0: Any): Boolean

    Definition Classes
    Any

  3. final def ##(): Int

    Definition Classes
    AnyRef → Any

  4. final def $[T](param: Param[T]): T

    Attributes
    protected
    Definition Classes
    Params

  5. final def ==(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

  6. final def ==(arg0: Any): Boolean

    Definition Classes
    Any

  7. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

  8. final def clear(param: Param[_]): GenericFeatureSelector.this.type

    Definition Classes
    Params

  9. def clone(): AnyRef

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  10. def convertMetadata(relevant: Array[Int], field: StructField): Metadata

  11. def copy(summary: ModelSummary, params: ParamMap): M

    Definition Classes
    ModelWithSummary

  12. def copy(blocks: Map[Block, DataFrame], params: ParamMap = ParamMap()): M

    Definition Classes
    ModelWithSummary

  13. def copy(extra: ParamMap): M

    Definition Classes
    ModelWithSummary → Model → Transformer → PipelineStage → Params

  14. def copyValues[T <: Params](to: T, extra: ParamMap): T

    Attributes
    protected
    Definition Classes
    Params

  15. final def defaultCopy[T <: Params](extra: ParamMap): T

    Attributes
    protected
    Definition Classes
    Params

  16. def disableSaveSummary(): ModelWithSummary[M]

    Definition Classes
    ModelWithSummary

  17. final def eq(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

  18. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

  19. def explainParam(param: Param[_]): String

    Definition Classes
    Params

  20. def explainParams(): String

    Definition Classes
    Params

  21. final def extractParamMap(): ParamMap

    Definition Classes
    Params

  22. final def extractParamMap(extra: ParamMap): ParamMap

    Definition Classes
    Params

  23. final val featuresCol: Param[String]

    Definition Classes
    HasFeaturesCol

  24. def finalize(): Unit

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  25. final def get[T](param: Param[T]): Option[T]

    Definition Classes
    Params

  26. final def getClass(): Class[_]

    Definition Classes
    AnyRef → Any

  27. final def getDefault[T](param: Param[T]): Option[T]

    Definition Classes
    Params

  28. final def getFeaturesCol: String

    Definition Classes
    HasFeaturesCol

  29. final def getOrDefault[T](param: Param[T]): T

    Definition Classes
    Params

  30. def getParam(paramName: String): Param[Any]

    Definition Classes
    Params

  31. final def hasDefault[T](param: Param[T]): Boolean

    Definition Classes
    Params

  32. def hasParam(paramName: String): Boolean

    Definition Classes
    Params

  33. def hasParent: Boolean

    Definition Classes
    Model

  34. def hashCode(): Int

    Definition Classes
    AnyRef → Any

  35. final def isDefined(param: Param[_]): Boolean

    Definition Classes
    Params

  36. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

  37. def isSaveSummaryEnabled: Boolean

    Definition Classes
    ModelWithSummary

  38. final def isSet(param: Param[_]): Boolean

    Definition Classes
    Params

  39. def isTraceEnabled(): Boolean

    Attributes
    protected
    Definition Classes
    Logging

  40. def log: Logger

    Attributes
    protected
    Definition Classes
    Logging

  41. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

    Attributes
    protected
    Definition Classes
    Logging

  42. def logDebug(msg: ⇒ String): Unit

    Attributes
    protected
    Definition Classes
    Logging

  43. def logError(msg: ⇒ String, throwable: Throwable): Unit

    Attributes
    protected
    Definition Classes
    Logging

  44. def logError(msg: ⇒ String): Unit

    Attributes
    protected
    Definition Classes
    Logging

  45. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

    Attributes
    protected
    Definition Classes
    Logging

  46. def logInfo(msg: ⇒ String): Unit

    Attributes
    protected
    Definition Classes
    Logging

  47. def logName: String

    Attributes
    protected
    Definition Classes
    Logging

  48. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

    Attributes
    protected
    Definition Classes
    Logging

  49. def logTrace(msg: ⇒ String): Unit

    Attributes
    protected
    Definition Classes
    Logging

  50. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

    Attributes
    protected
    Definition Classes
    Logging

  51. def logWarning(msg: ⇒ String): Unit

    Attributes
    protected
    Definition Classes
    Logging

  52. final def ne(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

  53. final def notify(): Unit

    Definition Classes
    AnyRef

  54. final def notifyAll(): Unit

    Definition Classes
    AnyRef

  55. val originalSize: Param[Int]

  56. lazy val params: Array[Param[_]]

    Definition Classes
    Params

  57. var parent: Estimator[M]

    Definition Classes
    Model

  58. val relevantFeatures: IntArrayParam

  59. def save(path: String): Unit

    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )

  60. final def set(paramPair: ParamPair[_]): GenericFeatureSelector.this.type

    Attributes
    protected
    Definition Classes
    Params

  61. final def set(param: String, value: Any): GenericFeatureSelector.this.type

    Attributes
    protected
    Definition Classes
    Params

  62. final def set[T](param: Param[T], value: T): GenericFeatureSelector.this.type

    Definition Classes
    Params

  63. final def setDefault(paramPairs: ParamPair[_]*): GenericFeatureSelector.this.type

    Attributes
    protected
    Definition Classes
    Params

  64. final def setDefault[T](param: Param[T], value: T): GenericFeatureSelector.this.type

    Attributes
    protected
    Definition Classes
    Params

  65. def setParent(parent: Estimator[M]): M

    Definition Classes
    Model

  66. def summary: ModelSummary

    Definition Classes
    ModelWithSummary

  67. val summaryParam: Param[ModelSummary]

    Attributes
    protected
    Definition Classes
    ModelWithSummary

  68. final def synchronized[T0](arg0: ⇒ T0): T0

    Definition Classes
    AnyRef

  69. def toString(): String

    Definition Classes
    Identifiable → AnyRef → Any

  70. def transform(dataset: DataFrame): DataFrame

    Definition Classes
    GenericFeatureSelector → Transformer

  71. def transform(dataset: DataFrame, paramMap: ParamMap): DataFrame

    Definition Classes
    Transformer

  72. def transform(dataset: DataFrame, firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

    Definition Classes
    Transformer
    Annotations
    @varargs()

  73. def transformSchema(schema: StructType): StructType

    Definition Classes
    GenericFeatureSelector → PipelineStage

  74. def transformSchema(schema: StructType, logging: Boolean): StructType

    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  75. def validateParams(): Unit

    Definition Classes
    Params

  76. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  77. final def wait(arg0: Long, arg1: Int): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  78. final def wait(arg0: Long): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  79. val weightsStat: Param[WeightsStat]

  80. def write: WithSummaryWriter[M]

    Definition Classes
    ModelWithSummary → MLWritable

Inherited from HasFeaturesCol

Inherited from ModelWithSummary[M]

Inherited from MLWritable

Inherited from Model[M]

Inherited from Transformer

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped